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    Biometric of Intent: A New Approach Identifying Potential Threat in Highly Secured Facilities

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    Publication date
    2018
    Author
    Al Hamar, J.
    Chamieh, J.
    Al-Mohannadi, Hamad
    Al Hamar, M.
    Al-Mutlaq, A.
    Musa, Ahmad S.
    Keyword
    Behavioral biometric
    Biometric of intent
    Basic emotions
    Facial expressions analysis (FAC)
    Identification
    Potential threats
    Emotional state
    Rights
    © 2018 IEEE. Reproduced in accordance with the publisher's self-archiving policy.
    Peer-Reviewed
    yes
    
    Metadata
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    Abstract
    Biometric of Intent (BoI) is a Computer Vision (CV) automation, using Artificial Intelligence (AI) techniques, which presents a new approach that extends the reach of the classic biometric identification process. It provides an efficient mechanism which deters the threats raised by unknown individuals who have deceitful intentions and who aim to deploy unlawful operations such as terrorist attacks. In this context, our proposed BoI model is based on a framework constructed upon an automated machine learning facial expression analysis system which can assist law enforcement agencies who intend to deploy a systematic preventive security approach that aims to reduce the risk of potential unlawful attacks by rogue individuals through the evaluation of their emotional state in relation to their malicious intent.
    URI
    http://hdl.handle.net/10454/16653
    Version
    Accepted manuscript
    Citation
    Al Hamar J, Chamieh J, Al-Mohannadi H, Al Hamar M, Al-Mutlaq A and Musa AS (2018) Biometric of Intent: A New Approach Identifying Potential Threat in Highly Secured Facilities. The IEEE 6th International Conference on Future Internet of Things and Cloud Workshops, FiCloudW 2018, 6-8 August, Barcelona, Spain.
    Link to publisher’s version
    https://doi.org/10.1109/W-FiCloud.2018.00037
    Type
    Conference paper
    Collections
    Engineering and Informatics Publications

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